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Prowlo — Reddit & X for AI agents

social_find_channels

Read-only

Discover or inspect channels (Reddit subreddits) LIVE. Pass query to search, or an exact channel for its metadata (+ rules via include:["rules"]). Reddit only — hackernews has no channels. 1 credit · read-only. For cached stats, growth history, promo tolerance, and similar-community lists on the ~1,200 subs Prowlo already tracks, use catalog_search_subreddits / catalog_get_subreddit instead — free, no credit; this tool is for live metadata/rules or subreddits outside that catalog. For an evidence-backed, ranked report with rules and an engagement plan, use research_run / research_get. (requires a free Prowlo account — call it to get a signup link)

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryNoSearch subreddits by name/topic
channelNoExact subreddit name for metadata
includeNo(reddit, channel mode) extras: "rules"
platformYesWhich source to read live: "reddit" or "hackernews".

TDQS

A4.3/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The annotations already declare readOnlyHint=true, and the description reinforces this with 'read-only'. It adds valuable behavioral context beyond annotations: the 1-credit cost, the live nature of the data, the platform constraint, and the account requirement. Slight deduction because the phrase 'call it to get a signup link' is a bit ambiguous about which tool or endpoint to call.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is longer than average, but each sentence earns its place: mode of operation, platform limitation, credits, alternatives, and account requirement. It is front-loaded with the core action and usage pattern. Minor verbosity in the alternatives section keeps it from a 5.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a read-only tool with no output schema, the description adequately covers mode selection, platform scope, credits, auth prerequisite, and sibling routing. It names the relevant include option and what the tool returns ('metadata' and 'rules'). A fully complete description might clarify what happens when both query and channel are omitted, but the required-platform schema and the explicit 'pass query...or channel' framing make this a minor gap.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the schema already documents query, channel, include, and platform. The description adds useful usage framing (search vs exact channel, include:['rules']) but does not materially expand on the parameter semantics already present in the schema. Baseline 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states a specific verb ('Discover or inspect') and resource ('channels (Reddit subreddits)') with a qualifier ('LIVE'). It also distinguishes this tool from sibling catalog and research tools by naming exactly what this tool does and what it does not do, so an agent can differentiate it without opening schemas.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It gives explicit when-to-use guidance: use this for live metadata/rules or subreddits outside the catalog, use catalog_search_subreddits/catalog_get_subreddit for cached data, and use research_run/research_get for ranked reports. It also explains the Reddit-only limitation and tells which parameters to pass for which mode ('Pass query to search, or an exact channel').

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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TDQS

A3.6/5.0
Disambiguation2/5

Several tool pairs have overlapping purposes: keyword_* and tag_rule_* are duplicates, keyword_monitor_create is a shortcut for a subset of watcher_create, and alert_list vs get_alerts have confusingly similar names. Even though descriptions are detailed, the redundancy and naming overlap make it easy to pick the wrong tool.

Naming Consistency2/5

The set mixes object-verb names (alert_create, watcher_create) with verb-object names (get_account, list_records) and prefix-based categories (social_*). The deprecated keyword_* tools are renamed tag_rule_*, and keyword_monitor_create doesn't follow the watcher_* pattern, creating an inconsistent naming scheme.

Tool Count2/5

At 42 tools, the surface is far above the typical well-scoped range, with 5 deprecated tools and redundant paths like keyword_monitor_create vs watcher_create inflating the count. A leaner set focusing on core operations would be more manageable.

Completeness3/5

The Reddit/HN monitoring and alerting side is well covered with CRUD for watchers, tag rules, alerts, and trends plus dataset and social reads. However, the server advertises X support but has no X tools, and there's no way to post comments or manage integrations beyond viewing account info, leaving notable gaps.